FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning.
Zhuo HuangLi ShenJun YuBo HanTongliang LiuPublished in: NeurIPS (2023)
Keyphrases
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- supervised learning
- co training
- semi supervised classification
- training data
- labeled and unlabeled data
- semi supervised learning methods
- transfer learning
- class labels
- active learning
- labeled examples
- text classification
- data points
- domain adaptation
- number of labeled examples
- labeled training data
- text categorization
- label propagation
- training examples
- semisupervised learning
- learning problems
- supervised learning algorithms
- unlabeled examples
- semi supervised learning algorithms
- pairwise constraints
- learning algorithm
- machine learning
- label information
- decision boundary
- semi supervised clustering
- abundant unlabeled data
- transductive svm
- unsupervised learning
- instance selection
- prior knowledge
- multi view learning
- learning models
- positive examples
- multi instance
- unlabeled documents
- regularization framework
- unlabeled samples
- decision trees
- multiple instance learning